AI chatbots hallucinate when they generate confident but false answers instead of admitting they don’t know. Here’s why it happens, what it actually costs a business, and how grounded retrieval prevents it.

A RAG-grounded AI chatbot answers using content retrieved from your own website instead of general training data — here’s exactly how retrieval-augmented generation works, step by step, and why it stops chatbots from making things up.